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Yuan Yang

Affiliations:
  • Georgia Institute of Technology, Atlanta, GA, USA (PhD 2025)


According to our database1, Yuan Yang authored at least 12 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2025
Towards interpretable and controllable machine learning models via logic reasoning.
[BibTeX]
[DOI]
Yuan Yang
PhD thesis, 2025

Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model.
[BibTeX]
[DOI]
Siheng Xiong
,
Ali Payani
,
Yuan Yang
,
Faramarz Fekri
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
Deliberate Reasoning for LLMs as Structure-aware Planning with Accurate World Model.
[BibTeX]
[DOI]
Siheng Xiong
,
Ali Payani
,
Yuan Yang
,
Faramarz Fekri
CoRR, 2024

The Compressor-Retriever Architecture for Language Model OS.
[BibTeX]
[DOI]
Yuan Yang
,
Siheng Xiong
,
Ehsan Shareghi
,
Faramarz Fekri
CoRR, 2024

Temporal Inductive Logic Reasoning over Hypergraphs.
[BibTeX]
[DOI]
Yuan Yang
,
Siheng Xiong
,
Ali Payani
,
James Clayton Kerce
,
Faramarz Fekri
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Can LLMs Reason in the Wild with Programs?
[BibTeX]
[DOI]
Yuan Yang
,
Siheng Xiong
,
Ali Payani
,
Ehsan Shareghi
,
Faramarz Fekri
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation.
[BibTeX]
[DOI]
Yuan Yang
,
Siheng Xiong
,
Ali Payani
,
Ehsan Shareghi
,
Faramarz Fekri
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning.
[BibTeX]
[DOI]
Siheng Xiong
,
Yuan Yang
,
Ali Payani
,
James Clayton Kerce
,
Faramarz Fekri
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
LogicDP: Creating Labels for Graph Data via Inductive Logic Programming.
[BibTeX]
[DOI]
Yuan Yang
,
Faramarz Fekri
,
James Clayton Kerce
,
Ali Payani
Proceedings of the Eleventh International Conference on Learning Representations, 2023

TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs.
[BibTeX]
[DOI]
Siheng Xiong
,
Yuan Yang
,
Faramarz Fekri
,
James Clayton Kerce
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Temporal Inductive Logic Reasoning.
[BibTeX]
[DOI]
Yuan Yang
,
Siheng Xiong
,
James Clayton Kerce
,
Faramarz Fekri
CoRR, 2022

LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning.
[BibTeX]
[DOI]
Yuan Yang
,
James Clayton Kerce
,
Faramarz Fekri
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022


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